The stability optimization of the international lithium trade

理论(学习稳定性) 遗传算法 全局优化 锂(药物) 分类 经济 计算机科学 国际贸易 算法 医学 机器学习 内分泌学
作者
Congcong Wu,Xiangyun Gao,Xian Xi,Yiran Zhao,Li Yu
出处
期刊:Resources Policy [Elsevier BV]
卷期号:74: 102336-102336 被引量:7
标识
DOI:10.1016/j.resourpol.2021.102336
摘要

The international mineral resources trade is an important way to correct the unbalanced distribution of global mineral resources. This paper proposes a bi-objective model to improve the stability of the mineral resource trade by optimizing the trade structure. The improved nondominated sorting genetic algorithm (NSGA-II) was used to solve the bi-objective optimization model, and a more robust trade structure was obtained. We applied the model to the optimization of the global lithium carbonate trade. The optimized results enabled us to identify the key trade relationships that play the most critical role in improving the stability of lithium carbonate trade. The effectiveness of the optimization model was proved by analyzing the stability of major net importing countries and the influence of major net exporting countries. Furthermore, the strongest destructive model, which was opposite to the optimal model, was used to analyze the core trade relations and core countries in the actual lithium trade. These core trade relations provide a foundation for maintaining the stability of the international trade. Our work provides new ideas for improving the stability of the global mineral trade and provides a new perspective and special basis for trading countries to choose trade partners.
最长约 10秒,即可获得该文献文件

科研通智能强力驱动
Strongly Powered by AbleSci AI
更新
PDF的下载单位、IP信息已删除 (2025-6-4)

科研通是完全免费的文献互助平台,具备全网最快的应助速度,最高的求助完成率。 对每一个文献求助,科研通都将尽心尽力,给求助人一个满意的交代。
实时播报
科目三应助ShengQ采纳,获得10
刚刚
2秒前
青灿笑完成签到,获得积分10
3秒前
Moon会努力摘星星完成签到,获得积分10
3秒前
3秒前
yao发布了新的文献求助10
4秒前
5秒前
QINGLAN完成签到,获得积分10
5秒前
6秒前
康康完成签到,获得积分10
6秒前
9秒前
LY0430完成签到,获得积分10
10秒前
隐形曼青应助i说晚安采纳,获得10
11秒前
12秒前
胖丁完成签到,获得积分10
13秒前
钰姝完成签到,获得积分10
13秒前
13秒前
Lucas应助夜雨采纳,获得10
14秒前
hh77发布了新的文献求助10
15秒前
15秒前
15秒前
youy完成签到 ,获得积分10
17秒前
舒适的映安完成签到,获得积分10
17秒前
MZT完成签到,获得积分10
17秒前
ornot君君发布了新的文献求助10
18秒前
Ava应助成就的幼南采纳,获得10
18秒前
19秒前
NexusExplorer应助刘亚赛采纳,获得10
20秒前
ruochenzu发布了新的文献求助10
21秒前
faye发布了新的文献求助10
21秒前
22秒前
栓牛哥完成签到,获得积分10
24秒前
25秒前
彭于晏应助ornot君君采纳,获得10
26秒前
27秒前
研友_VZG7GZ应助科研通管家采纳,获得10
28秒前
Rondab应助科研通管家采纳,获得10
28秒前
Rondab应助科研通管家采纳,获得10
28秒前
木头人应助科研通管家采纳,获得10
28秒前
核桃应助科研通管家采纳,获得50
28秒前
高分求助中
The Mother of All Tableaux Order, Equivalence, and Geometry in the Large-scale Structure of Optimality Theory 2400
Ophthalmic Equipment Market by Devices(surgical: vitreorentinal,IOLs,OVDs,contact lens,RGP lens,backflush,diagnostic&monitoring:OCT,actorefractor,keratometer,tonometer,ophthalmoscpe,OVD), End User,Buying Criteria-Global Forecast to2029 2000
A new approach to the extrapolation of accelerated life test data 1000
Cognitive Neuroscience: The Biology of the Mind 1000
Cognitive Neuroscience: The Biology of the Mind (Sixth Edition) 1000
Optimal Transport: A Comprehensive Introduction to Modeling, Analysis, Simulation, Applications 800
Official Methods of Analysis of AOAC INTERNATIONAL 600
热门求助领域 (近24小时)
化学 材料科学 医学 生物 工程类 有机化学 生物化学 物理 内科学 纳米技术 计算机科学 化学工程 复合材料 遗传学 基因 物理化学 催化作用 冶金 细胞生物学 免疫学
热门帖子
关注 科研通微信公众号,转发送积分 3959110
求助须知:如何正确求助?哪些是违规求助? 3505445
关于积分的说明 11123768
捐赠科研通 3237126
什么是DOI,文献DOI怎么找? 1788987
邀请新用户注册赠送积分活动 871477
科研通“疑难数据库(出版商)”最低求助积分说明 802821